Udaykiran Suryadevara
@udaykiransuryadevara
Results-oriented ML Data Associate II
What I'm looking for
As a seasoned ML Data Associate II at Amazon, I leverage my expertise in machine learning model tuning, quality control, and data labeling to drive operational effectiveness. With a strong foundation in mechanical engineering and a passion for AI technologies, I excel in overseeing large datasets, conducting in-depth research, and providing high-quality annotated data.
Throughout my experience, I have developed excellent communication and collaboration skills, ensuring seamless interactions with cross-functional teams. My proficiency in technical skills such as Python, Power BI, and SQL enables me to streamline processes and improve overall performance.
I am dedicated to continuous learning, as evident from my certifications in Excel Basics for Data Analysis and Introduction to Data Analytics. I thrive in fast-paced environments, driving innovation and excellence in every project I undertake.
Experience
Work history, roles, and key accomplishments
Led QA for vision-language model outputs, verifying video descriptions against actions, objects, and sequences and reducing mismatch and edge-case errors by over 25%. Reviewed video-level attributes and supported bounding box QA to improve labeling accuracy.
Annotated stow/pick activity sequences in warehouse videos and labeled over 50,000 bounding boxes across humans, packages, vehicles, and animal datasets. Contributed to VLM dataset building and speaker ID workflows using audio-visual confirmation.
Quality Assurance Engineer
Pennar Industries Limited
Feb 2022 - Jun 2022 (4 months)
Developed and implemented a record-keeping system achieving 100% traceability of components and materials and maintained over 99% dimensional accuracy compliance across parts. Improved inspection documentation and process controls.
Technical Service Executive
Kalva Engineers Pvt Ltd
Mar 2021 - Jun 2021 (3 months)
Executed ultrasonic, magnetic particle, and liquid penetrant testing on high-risk infrastructure to identify surface and subsurface defects and ensure component integrity. Maintained safety and testing compliance across projects.
Junior Engineer Intern
United Engineering & Construction Co
Aug 2020 - Mar 2021 (7 months)
Completed over 500 NDT inspections using radiographic and visual methods and assisted senior engineers with documentation of inspection findings and material testing reports. Ensured inspections adhered to safety and quality standards.
Junior Engineer
Manjira Machine Builders
Sep 2018 - Nov 2019 (1 year 2 months)
Conducted over 1,000 NDT inspections, identifying cracks, corrosion, and structural faults with a 97% detection rate to support manufacturing quality and safety. Performed routine inspections and reported findings for remediation.
Education
Degrees, certifications, and relevant coursework
KL University
Bachelor of Technology, Mechanical Engineering
Completed Bachelor of Technology in Mechanical Engineering, graduating in 2019.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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